├── LICENSE ├── README.md ├── _config.yml ├── base ├── __init__.py ├── base_dataset.py ├── base_model.py └── base_trainer.py ├── dataset ├── __init__.py ├── matterport.py ├── meta │ ├── matterport │ │ ├── category_mapping.tsv │ │ ├── scenes_test.txt │ │ ├── scenes_train.txt │ │ └── scenes_val.txt │ └── scannet │ │ ├── scannetv2_test.txt │ │ ├── scannetv2_train.txt │ │ └── scannetv2_val.txt ├── s3dis.py └── scannet.py ├── doc └── teaser.png ├── example_scripts ├── inference_scannet.sh ├── train_scannet.sh └── visualize_scannet.sh ├── experiments ├── ablation_study │ ├── dual_space │ │ ├── dual_euclidean │ │ │ └── dual_euclidean_radius_qem.json │ │ ├── dual_geodesic │ │ │ └── dual_geodesic_radius_qem.json │ │ └── euclidean_geodesic │ │ │ ├── dual_geodesic_euclidean_knn_qem.json │ │ │ ├── dual_geodesic_euclidean_knn_vertex_clustering.json │ │ │ ├── dual_geodesic_euclidean_radius_qem.json │ │ │ └── dual_geodesic_euclidean_radius_vertex_clustering.json │ └── single_space │ │ ├── single_euclidean │ │ ├── single_euclidean_knn_qem.json │ │ ├── single_euclidean_knn_vertex_clustering.json │ │ ├── single_euclidean_radius_fpsp_qem.json │ │ ├── single_euclidean_radius_qem.json │ │ └── single_euclidean_radius_vertex_clustering.json │ │ └── single_geodesic │ │ ├── single_geodesic_qem.json │ │ └── single_geodesic_vertex_clustering.json ├── benchmark │ ├── matterport │ │ └── matterport_benchmark.json │ ├── s3dis │ │ ├── s3dis_benchmark_area_1.json │ │ ├── s3dis_benchmark_area_2.json │ │ ├── s3dis_benchmark_area_3.json │ │ ├── s3dis_benchmark_area_4.json │ │ ├── s3dis_benchmark_area_5.json │ │ └── s3dis_benchmark_area_6.json │ └── scannet │ │ └── scannet_benchmark.json └── supplementary │ ├── activation_function │ └── leaky_relu.json │ ├── number_of_hierarchy_levels │ ├── 2_hierarchy_levels.json │ └── 3_hierarchy_levels.json │ └── ratio_geodesic_euclidean │ ├── 1_geodesic_euclidean_ratio.json │ ├── 2_geodesic_euclidean_ratio.json │ ├── 3_geodesic_euclidean_ratio.json │ ├── 4_geodesic_euclidean_ratio.json │ └── 5_geodesic_euclidean_ratio.json ├── inference_scripts ├── ablation_study │ ├── dual_space │ │ ├── dual_euclidean │ │ │ └── dual_euclidean_radius_qem.sh │ │ ├── dual_geodesic │ │ │ └── dual_geodesic_radius_qem.sh │ │ └── euclidean_geodesic │ │ │ ├── dual_geodesic_euclidean_knn_qem.sh │ │ │ ├── dual_geodesic_euclidean_knn_vertex_clustering.sh │ │ │ ├── dual_geodesic_euclidean_radius_qem.sh │ │ │ └── dual_geodesic_euclidean_radius_vertex_clustering.sh │ └── single_space │ │ ├── single_euclidean │ │ ├── single_euclidean_knn_qem.sh │ │ ├── single_euclidean_knn_vertex_clustering.sh │ │ ├── single_euclidean_radius_fpsp_qem.sh │ │ ├── single_euclidean_radius_qem.sh │ │ └── single_euclidean_radius_vertex_clustering.sh │ │ └── single_geodesic │ │ ├── single_geodesic_qem.sh │ │ └── single_geodesic_vertex_clustering.sh ├── benchmark │ ├── matterport │ │ └── matterport_benchmark.sh │ └── s3dis │ │ ├── s3dis_benchmark_area_1.sh │ │ ├── s3dis_benchmark_area_2.sh │ │ ├── s3dis_benchmark_area_3.sh │ │ ├── s3dis_benchmark_area_4.sh │ │ ├── s3dis_benchmark_area_5.sh │ │ └── s3dis_benchmark_area_6.sh └── supplementary │ ├── activation_function │ └── leaky_relu.sh │ ├── number_of_hierarchy_levels │ ├── 2_hierarchy_levels.sh │ └── 3_hierarchy_levels.sh │ └── ratio_geodesic_euclidean │ ├── 1_geodesic_euclidean_ratio.sh │ ├── 2_geodesic_euclidean_ratio.sh │ ├── 3_geodesic_euclidean_ratio.sh │ ├── 4_geodesic_euclidean_ratio.sh │ └── 5_geodesic_euclidean_ratio.sh ├── loss ├── __init__.py └── weighted_cross_entropy_loss.py ├── metric ├── __init__.py ├── confusionmatrix.py └── metrics.py ├── model ├── __init__.py ├── dualconv_mesh_net.py ├── module │ ├── __init__.py │ ├── edge_conv_translation_invariance.py │ └── get_gcn_filter.py └── singleconv_mesh_net.py ├── run.py ├── sample_checker ├── __init__.py ├── enough_points.py └── ratio_unlabeled.py ├── train_wrapper.py ├── trainer ├── __init__.py └── trainer.py ├── transform ├── __init__.py ├── add_self_loops.py ├── color_normalization.py ├── coords_normalization.py ├── dilated_k_nearest_neighbors.py ├── edge_sampling.py ├── fpsp_radius.py ├── move_to_origin.py ├── radius_neighbors.py ├── random_linear_transformation.py └── random_rotation.py └── utils ├── SemSegVisualizer.py ├── __init__.py ├── clear_folder.py ├── logger.py ├── preprocess ├── __init__.py ├── crop_training_samples.py ├── graph_level_generation.py └── scripts │ ├── matterport │ ├── crops │ │ ├── crops_qem_matterport_1.sh │ │ ├── crops_qem_matterport_2.sh │ │ └── crops_qem_matterport_3.sh │ └── rooms │ │ ├── rooms_qem_matterport_1.sh │ │ ├── rooms_qem_matterport_2.sh │ │ └── rooms_qem_matterport_3.sh │ └── scannet │ ├── crops │ ├── crops_qem_scannet_1.sh │ └── crops_qem_scannet_2.sh │ └── rooms │ ├── rooms_qem_scannet_test.sh │ ├── rooms_qem_scannet_train_1.sh │ ├── rooms_qem_scannet_train_2.sh │ ├── rooms_qem_scannet_val.sh │ ├── rooms_vc_scannet_train_1.sh │ ├── rooms_vc_scannet_train_2.sh │ └── 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